"TV"...that's short for television, isn't it? If so, then yes, I bet that it would.

But anyway, they did manage to get him! A few times, really, since he kept coming back. The last scene where they fought against him was right after Red's brother was rescued. In the end, Abyssman teamed up and hit him with all their finishing moves together.

Of course, even with Dr. Reaper gone, there's still evil out there for them to defeat.